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2025
A 5G network based conceptual framework for real-time malaria parasite detection from thick and thin blood smear slides using modified YOLOv5 model
DIGITAL HEALTH
2025
Explainable AI for early malaria detection using stacked-LSTM and attention mechanisms
Informatics in Medicine Unlocked
2025
Improving Malaria diagnosis through interpretable customized CNNs architectures
Scientific Reports
2025
Deep learning-based malaria parasite detection: convolutional neural networks model for accurate species identification of Plasmodium falciparum and Plasmodium vivax
Scientific Reports
2025
2025 International Conference on Artificial Intelligence and Data Engineering (AIDE)
2025
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenario
Computers in Biology and Medicine
2025
An Improved Yolov10n for Detection of Bronchoalveolar Lavage Cells
IEEE Access
2025
Machine learning evidence towards eradication of malaria burden: A scoping review
Applied Computer Science
2025
Decision tree-based learning and laboratory data mining: an efficient approach to amebiasis testing
Parasites & Vectors
2025
Insights into AI-Driven malaria diagnosis: A systematic review with implications for Plasmodium knowlesi
Acta Tropica
2025
Investigating the efficacy of physics-based metaheuristic algorithms in combination with explainable ensemble machine-learning models for landslide susceptibility mapping
Stochastic Environmental Research and Risk Assessment
2025
Lecture Notes in Computer Science
2025
2025 International Conference on Smart Computing, IoT and Machine Learning (SIML)
2025
Smart Innovation, Systems and Technologies
2025
A deep contrastive learning-based image retrieval system for automatic detection of infectious cattle diseases
Journal of Big Data
2025
Generative Artificial Intelligence
2024
Generation of Rule-Based Explanations of CNN Classifiers Using Regional Features
Neural Processing Letters
2024
FRNet: A Feature-Rich CNN Architecture to Defend Against Adversarial Attacks
IEEE Access
2024
Embedded-deep-learning-based sample-to-answer device for on-site malaria diagnosis
Frontiers in Bioengineering and Biotechnology
2024
Advances in Computational Intelligence and Robotics
2024
Ensembling Object Detection Models for Robust and Reliable Malaria Parasite Detection in Thin Blood Smear Microscopic Images
IEEE Access
2024
Machine and deep learning methods in identifying malaria through microscopic blood smear: A systematic review
Engineering Applications of Artificial Intelligence
2024
Computer-Aided Diagnosis Systems for Automatic Malaria Parasite Detection and Classification: A Systematic Review
Electronics
2024
Functional network reorganization after endovascular thrombectomy in patients with anterior circulation stroke
NeuroImage: Clinical
2024
Automated Identification of Malaria-Infected Cells and Classification of Human Malaria Parasites Using a Two-Stage Deep Learning Technique
IEEE Access
2024
2024 2nd International Symposium on Information Technology and Digital Innovation (ISITDI)
2024
2024 10th International Conference on Advanced Computing and Communication Systems (ICACCS)
2024
2024 10th International Conference on Computing, Engineering and Design (ICCED)
2024
Automated Blood Cell Detection and Classification in Microscopic Images Using YOLOv11 and Optimized Weights
Diagnostics
2024
Image cropping for malaria parasite detection on heterogeneous data
Journal of Microbiological Methods
2024
2024 2nd World Conference on Communication & Computing (WCONF)
2024
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites
Biomedical Signal Processing and Control
2024
2024 Second International Conference on Networks, Multimedia and Information Technology (NMITCON)
2024
An optimised YOLOv4 deep learning model for efficient malarial cell detection in thin blood smear images
Parasites & Vectors
2024
Optimizing chest tuberculosis image classification with oversampling and transfer learning
IET Image Processing
2024
THE 3RD INTERNATIONAL CONFERENCE ON NATURAL SCIENCES, MATHEMATICS, APPLICATIONS, RESEARCH, AND TECHNOLOGY (ICON-SMART2022): Mathematical Physics and Biotechnology for Education, Energy Efficiency, and Marine Industries
2024
2024 8th International Symposium on Computer Science and Intelligent Control (ISCSIC)
2024
Edge Artificial Intelligence (AI) for real-time automatic quantification of filariasis in mobile microscopy
PLOS Neglected Tropical Diseases
2024
Detection of Female Anopheles Mosquito-Infected Cells: Exploring CNN, ReLU, and Sigmoid Activation Methods
EAI Endorsed Transactions on Pervasive Health and Technology
2024
Application of image recognition technology in pathological diagnosis of blood smears
Clinical and Experimental Medicine
2023
2023 International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI)
2023
2023 3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA)
2023
2023 Third International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)
2023
Lecture Notes in Computational Vision and Biomechanics
2023
2023 International Workshop on Artificial Intelligence and Image Processing (IWAIIP)
2023
2023 31st Signal Processing and Communications Applications Conference (SIU)
2023
Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
2023
2023 International Conference on Recent Advances in Science and Engineering Technology (ICRASET)
2023
Histogram-Based Decision Support System for Extraction and Classification of Leukemia in Blood Smear Images
Computer Systems Science and Engineering
2023
Deep Learning-Based System for Disease Screening and Pathologic Region Detection From Optical Coherence Tomography Images
Translational Vision Science & Technology
2023
Efficient Prediction of Seasonal Infectious Diseases Using Hybrid Machine Learning Algorithms with Feature Selection Techniques
International Journal on Artificial Intelligence Tools
2023
Algorithms for Intelligent Systems
2023
An artificial intelligence model for malaria diagnosis
SCIENTIA SINICA Vitae
2023
Malaria Disease Cell Classification With Highlighting Small Infected Regions
IEEE Access
2023
A Novel Deep Learning Approach to Malaria Disease Detection on Two Malaria Datasets
Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi
2023
Tile-based microscopic image processing for malaria screening using a deep learning approach
BMC Medical Imaging
2023
Performance Analysis of Deep Learning Algorithms in Diagnosis of Malaria Disease
Diagnostics
2023
Investigating the Joint Amplitude and Phase Imaging of Stained Samples in Automatic Diagnosis
Sensors
2023
2023 International Research Conference on Smart Computing and Systems Engineering (SCSE)
2023
2023 26th ACIS International Winter Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD-Winter)
2023
2023 26th International Conference on Computer and Information Technology (ICCIT)
2023
Towards an adversarially robust convolutional neural network for automated diagnosis of malaria infection from microscopy images
Biomedical Signal Processing and Control
2023
YOLO-PAM: Parasite-Attention-Based Model for Efficient Malaria Detection
Journal of Imaging
2023
Towards digital diagnosis of malaria: How far have we reached?
Journal of Microbiological Methods
2023
Deep convolutional cross-connected kernel mapping support vector machine based on SelectDropout
Information Sciences
2023
Parasitology Research Monographs
2023
Modeling a Novel Hyper-Parameter Tuned Deep Learning Enabled Malaria Parasite Detection and Classification
Computers, Materials & Continua
2023
Study on the dielectrophoretic characteristics of malaria‐infected red blood cells
ELECTROPHORESIS
2023
A NEW COMPUTER-AIDED DIAGNOSIS OF PRECISE MALARIA PARASITE DETECTION IN MICROSCOPIC IMAGES USING A DECISION TREE MODEL WITH SELECTIVE OPTIMAL FEATURES
Biomedical Engineering: Applications, Basis and Communications
2022
Malaria cell image classification by explainable artificial intelligence
Health and Technology
2022
Reducing data dimension boosts neural network-based stage-specific malaria detection
Scientific Reports
2022
KONVOLÜSYONEL SİNİR AĞI KULLANILARAK SITMA HASTALIĞI SINIFLANDIRILMASI
Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi
2022
A novel hand gesture detection and recognition system based on ensemble-based convolutional neural network
Multimedia Tools and Applications
2022
Deep Ensemble Learning for the Automatic Detection of Pneumoconiosis in Coal Worker’s Chest X-ray Radiography
Journal of Clinical Medicine
2022
Artificial Intelligence-Assisted RT-PCR Detection Model for Rapid and Reliable Diagnosis of COVID-19
Applied Sciences
2022
Residual attention learning network and SVM for malaria parasite detection
Multimedia Tools and Applications
2022
Convolutional Neural networks based on parallel multi-scale pooling branch: A transfer diagnosis method for mechanical vibrational signal with less computational cost
Measurement
2022
An efficient model of residual based convolutional neural network with Bayesian optimization for the classification of malarial cell images
Computers in Biology and Medicine
2022
2022 International Conference on Automation, Computing and Renewable Systems (ICACRS)
2022
A Novel Data Augmentation Convolutional Neural Network for Detecting Malaria Parasite in Blood Smear Images
Applied Artificial Intelligence
2022
MLPC-CNN: A multi-sensor vibration signal fault diagnosis method under less computing resources
Measurement
2022
Studies in Computational Intelligence
2022
Deep learning for microscopic examination of protozoan parasites
Computational and Structural Biotechnology Journal
2022
Automated interpretation and analysis of bronchoalveolar lavage fluid
International Journal of Medical Informatics
2022
IMNets: Deep Learning Using an Incremental Modular Network Synthesis Approach for Medical Imaging Applications
Applied Sciences
2022
2022 2nd International Conference on Intelligent Technologies (CONIT)
2022
An Empirical Evaluation of Convolutional Networks for Malaria Diagnosis
Journal of Imaging
2022
Lecture Notes in Computer Science
2022
Combining Clinical Symptoms and Patient Features for Malaria Diagnosis: Machine Learning Approach
Applied Artificial Intelligence
2021
Automatic identification of malaria and other red blood cell inclusions using convolutional neural networks
Computers in Biology and Medicine
2021
A Novel Shallow ConvNet-18 for Malaria Parasite Detection in Thin Blood Smear Images
SN Computer Science
2021
Machine learning model for predicting malaria using clinical information
Computers in Biology and Medicine
2021
Advances in Intelligent Systems and Computing
2021
2021 International Conference on Intelligent Technologies (CONIT)
2021
Advances in Intelligent Systems and Computing
2021
2021 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
2021
Automatic malaria disease detection from blood cell images using the variational quantum circuit
Informatics in Medicine Unlocked
2021
2021 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)
2021
Classification for avian malaria parasite Plasmodium gallinaceum blood stages by using deep convolutional neural networks
Scientific Reports
2021
Ensemble Feed-Forward Neural Network and Support Vector Machine for Prediction of Multiclass Malaria Infection
Journal of Information and Communication Technology
2021
DeepFMD: Computational Analysis for Malaria Detection in Blood-Smear Images Using Deep-Learning Features
Applied System Innovation
2021
Machine Learning for Healthcare Applications
2021
2021 International Seminar on Application for Technology of Information and Communication (iSemantic)
2021
2021 24th International Conference on Computer and Information Technology (ICCIT)
2021
2021 IEEE 3rd International Conference on Frontiers Technology of Information and Computer (ICFTIC)
2021
2021 Sixth International Conference on Informatics and Computing (ICIC)
2021
Automated detection and staging of malaria parasites from cytological smears using convolutional neural networks
Biological Imaging
2021
A Deep Learning System for Recognizing and Recovering Contaminated Slider Serial Numbers in Hard Disk Manufacturing Processes
Sensors
2021
Biomedical Data Mining for Information Retrieval
2021
Imperative Dynamic Routing Between Capsules Network for Malaria Classification
Computers, Materials & Continua
2021
2021 Fourth International Conference on Vocational Education and Electrical Engineering (ICVEE)
2021
Use of Artificial Intelligence and Machine Learning for Discovery of Drugs for Neglected Tropical Diseases
Frontiers in Chemistry
2021
Label-free imaging and classification of live P. falciparum enables high performance parasitemia quantification without fixation or staining
PLOS Computational Biology
2021
A comparative analysis of deep learning architectures on high variation malaria parasite classification dataset
Tissue and Cell
2021
2021 International Conference on Converging Technology in Electrical and Information Engineering (ICCTEIE)
2020
Convolutional neural networks to automate the screening of malaria in low-resource countries
PeerJ
2020
Malaria Screener: a smartphone application for automated malaria screening
BMC Infectious Diseases
2020
A Novel Deep Convolutional Neural Network Model to Monitor People following Guidelines to Avoid COVID-19
Journal of Sensors
2020
Deep Learning Based Automatic Malaria Parasite Detection from Blood Smear and Its Smartphone Based Application
Diagnostics
2020
Lecture Notes in Computer Science
2020
Evaluation of an ensemble-based distance statistic for clustering MLST datasets using epidemiologically defined clusters of cyclosporiasis
Epidemiology and Infection
2020
Image analysis and artificial intelligence in infectious disease diagnostics
Clinical Microbiology and Infection
2020
Analyzing Malaria Disease Using Effective Deep Learning Approach
Diagnostics
2020
Lecture Notes in Computer Science
2020
A novel method based on convolutional neural network for malaria diagnosis
Journal of Intelligent & Fuzzy Systems
2020
2020 8th International Electrical Engineering Congress (iEECON)
2020
Lecture Notes in Computer Science
2020
Exploring Deep Learning for Complex Trait Genomic Prediction in Polyploid Outcrossing Species
Frontiers in Plant Science
2020
Ensemble Deep Learning for Diabetic Retinopathy Detection Using Optical Coherence Tomography Angiography
Translational Vision Science & Technology
2020
Detection and visualization of abnormality in chest radiographs using modality-specific convolutional neural network ensembles
PeerJ
2020
A Novel Solution of Using Deep Learning for White Blood Cells Classification: Enhanced Loss Function with Regularization and Weighted Loss (ELFRWL)
Neural Processing Letters
2020
Synthetic Blood Smears Generation Using Locality Sensitive Hashing and Deep Neural Networks
IEEE Access
2020
Performance Comparison of Individual and Ensemble CNN Models for the Classification of Brain 18F-FDG-PET Scans
Journal of Digital Imaging
2019
2019 IEEE 6th International Conference on Engineering Technologies and Applied Sciences (ICETAS)
2019
2019 IEEE International Conference on Signal Processing, Information, Communication & Systems (SPICSCON)
2019
2019 Computing, Communications and IoT Applications (ComComAp)
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